Germain Forestier
Germain Forestier
Full Professor of Computer Science, Université de Haute Alsace
Email verificata su uha.fr - Home page
TitoloCitata daAnno
Dynamic time warping averaging of time series allows faster and more accurate classification
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh
Data Mining (ICDM), 2014 IEEE International Conference on, 470-479, 2014
1412014
Ontology-based object recognition for remote sensing image interpretation
N Durand, S Derivaux, G Forestier, C Wemmert, P Gançarski, O Boussaid, ...
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE …, 2007
1082007
A virtual imaging platform for multi-modality medical image simulation
T Glatard, C Lartizien, B Gibaud, RF Da Silva, G Forestier, F Cervenansky, ...
IEEE Transactions on Medical Imaging 32 (1), 110-118, 2013
932013
Knowledge-based region labeling for remote sensing image interpretation
G Forestier, A Puissant, C Wemmert, P Gançarski
Computers, Environment and Urban Systems 36 (5), 470-480, 2012
892012
Collaborative clustering with background knowledge
G Forestier, P Gancarski, C Wemmert
Data & Knowledge Engineering 69 (2), 211-228, 2010
792010
Classification of surgical processes using dynamic time warping
G Forestier, F Lalys, L Riffaud, B Trelhu, P Jannin
Journal of Biomedical Informatics 45 (2), 255-264, 2012
742012
Deep learning for time series classification: a review
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
Data Mining and Knowledge Discovery 33 (4), 917-963, 2019
642019
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh
Knowledge and Information Systems 47 (1), 1-26, 2016
612016
Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation
S Derivaux, G Forestier, C Wemmert, S Lefèvre
Pattern Recognition Letters 31 (15), 2364-2374, 2010
582010
Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training
F Despinoy, D Bouget, G Forestier, C Penet, N Zemiti, P Poignet, P Jannin
IEEE Transactions on Biomedical Engineering 63 (6), 1280--1291, 2015
472015
Surgical data science for next-generation interventions
L Maier-Hein, SS Vedula, S Speidel, N Navab, R Kikinis, A Park, ...
Nature Biomedical Engineering 1 (9), 691, 2017
402017
Multiresolution remote sensing image clustering
C Wemmert, A Puissant, G Forestier, P Gançarski
IEEE Geoscience and Remote Sensing Letters 6 (3), 533-537, 2009
352009
Multi-site study of surgical practice in neurosurgery based on Surgical Process Models
G Forestier, F Lalys, L Riffaud, D Louis Collins, J Meixensberger, ...
Journal of Biomedical Informatics 46 (5), 822-829, 2013
332013
Multisource images analysis using collaborative clustering
G Forestier, C Wemmert, P Gançarski
EURASIP Journal on Advances in Signal Processing 2008 (1), 374095, 2008
302008
Analysing satellite image time series by means of pattern mining
F Petitjean, P Gançarski, F Masseglia, G Forestier
International Conference on Intelligent Data Engineering and Automated …, 2010
292010
Automatic phase prediction from low-level surgical activities
G Forestier, L Riffaud, P Jannin
International Journal for Computer Assisted Radiology and Surgery 10 (6 …, 2015
262015
Coastal image interpretation using background knowledge and semantics
G Forestier, C Wemmert, A Puissant
Computers & Geosciences 54, 88-96, 2013
242013
Surgical Data Science: Enabling Next-Generation Surgery
L Maier-Hein, S Vedula, S Speidel, N Navab, R Kikinis, A Park, ...
arXiv preprint arXiv:1701.06482, 2017
212017
Analyzing the composition of cities using spatial clustering
Z Cao, S Wang, G Forestier, A Puissant, CF Eick
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 14, 2013
212013
Transfer learning for time series classification
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
2018 IEEE International Conference on Big Data (Big Data), 1367-1376, 2018
192018
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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